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Intelligent Distributed Computing XIII

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Igor Kotenko

    1. SPIIRAS, St. Petersburg, Russia

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  2. Costin Badica

    1. University of Craiova, Craiova, Romania

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  3. Vasily Desnitsky

    1. SPIIRAS, St. Petersburg, Russia

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  4. Didier El Baz

    1. LAAS - CNRS, Toulouse Cedex 4, France

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  5. Mirjana Ivanovic

    1. University of Novi Sad, Novi Sad, Serbia

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  • Presents recent research on intelligent distributed computing
  • Includes the scientific outcome of the 13th International Symposium on Intelligent Distributed Computing (IDC 2019), held from October 7 to 9, 2019 in Saint- Petersburg, Russia
  • Written by leading experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 868)

Included in the following conference series:

Conference proceedings info: IDC 2019.

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Table of contents (64 papers)

  1. Front Matter

    Pages i-xxv
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  2. Internet of Things, Cloud Computing and Big Data

    1. Front Matter

      Pages 1-1
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    2. Using Blockchain for Reputation-Based Cooperation in Federated IoT Domains

      • Giancarlo Fortino, Fabrizio Messina, Domenico Rosaci, Giuseppe M. L. Sarné
      Pages 3-12

    3. Design of Fail-Safe Quadrocopter Configuration

      • Oleg V. Baranov, Nikolay V. Smirnov, Tatiana E. Smirnova, Yefim V. Zholobov
      Pages 13-22

    4. CAAVI-RICS Model for Analyzing the Security of Fog Computing Systems

      • SaÅ¡a PeÅ¡ić, MiloÅ¡ Radovanović, Mirjana Ivanović, Costin Badica, Milenko ToÅ¡ić, Ognjen Iković et al.
      Pages 23-34

    5. Conceptual Model of Digital Platform for Enterprises of Industry 5.0

      • Vladimir Gorodetsky, Vladimir Larukchin, Petr Skobelev
      Pages 35-40

    6. Conceptual Data Modeling Using Aggregates to Ensure Large-Scale Distributed Data Management Systems Security

      • Maria A. Poltavtseva, Maxim O. Kalinin
      Pages 41-47

    7. Smart Topic Sharing in IoT Platform Based on a Social Inspired Broker

      • Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri, Giuseppe Mangioni
      Pages 48-55

    8. Easy Development of Software for IoT Systems

      • Ichiro Satoh
      Pages 56-61

  3. Data Analysis, Mining and Machine Learning

    1. Front Matter

      Pages 63-63
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    2. Privacy-Preserving LDA Classification over Horizontally Distributed Data

      • Fatemeh Khodaparast, Mina Sheikhalishahi, Hassan Haghighi, Fabio Martinelli
      Pages 65-74

    3. Improving Parallel Data Mining for Different Data Distributions in IoT Systems

      • Ivan Kholod, Andrey Shorov, Sergei Gorlatch
      Pages 75-85

    4. An Experiment on Automated Requirements Mapping Using Deep Learning Methods

      • Felix PetcuÅŸin, Liana Stănescu, Costin Bădică
      Pages 86-95

    5. Using the Doc2Vec Algorithm to Detect Semantically Similar Jira Issues in the Process of Resolving Customer Requests

      • Artem Kovalev, Nikita Voinov, Igor Nikiforov
      Pages 96-101

    6. evoRF: An Evolutionary Approach to Random Forests

      • Diogo Ramos, Davide Carneiro, Paulo Novais
      Pages 102-107

    7. The Method of Fuzzy Logic and Data Mining for Monitoring Troposphere Parameters Using Ground-Based Radiometric Complex

      • S. I. Ivanov, G. N. Ilin
      Pages 108-114

  4. Multi-agent and Service-Based Distributed Systems

    1. Front Matter

      Pages 115-115
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    2. Actor-Network Approach to Self-organisation in Global Logistics Networks

      • Yury Iskanderov, Mikhail Pautov
      Pages 117-127

    3. Multi-agent System for Simulation of Response to Supply Chain Disruptions

      • Jing Tan, Rongjun Xu, Kai Chen, Lars Braubach, Kai Jander, Alexander Pokahr
      Pages 128-139

    4. Data Warehouse Design for Security Applications Using Distributed Ontology-Based Knowledge Representation

      • Maria A. Butakova, Andrey V. Chernov, Ilias K. Savvas, Georgia Garani
      Pages 140-145
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Other volumes

  1. Intelligent Distributed Computing XIII

Keywords

About this book

This book gathers research contributions on recent advances in intelligent and distributed

computing. A major focus is placed on new techniques and applications for several highly
demanded research directions: Internet of Things, Cloud Computing and Big Data, Data Mining and Machine Learning, Multi-agent and Service-Based Distributed Systems, Distributed Algorithms and Optimization, Modeling Operational Processes, Social Network Analysis and Inappropriate Content Counteraction, Cyber-Physical Security and Safety, Intelligent Distributed Decision Support Systems, Intelligent Human-Machine Interfaces, Visual
Analytics and others. The book represents the peer-reviewed proceedings of the 13th
International Symposium on Intelligent Distributed Computing (IDC 2019), which was held in St. Petersburg, Russia, from October 7 to 9, 2019.



Editors and Affiliations

  • SPIIRAS, St. Petersburg, Russia

    Igor Kotenko, Vasily Desnitsky

  • University of Craiova, Craiova, Romania

    Costin Badica

  • LAAS - CNRS, Toulouse Cedex 4, France

    Didier El Baz

  • University of Novi Sad, Novi Sad, Serbia

    Mirjana Ivanovic

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